Applicability of local climate zones in assessing urban heat risk - a survey of coastal city

IF 6 1区 经济学 Q1 URBAN STUDIES
Hongchi Zhang , Jialu Gao , Jun Zhao , Fei Guo , Jin Bai , Zixuan Wang , Peisheng Zhu
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Abstract

Efficient and accurate assessments of urban heat risk have become crucial as climate warming and rapid urbanization have led to frequent urban heat wave events, which pose a significant threat to the heat health of urban populations. The local climate zone framework for assessing urban heat islands is widely used in urban resilience and development assessments because of its simple and readable standardized building types, and it shows great potential for urban heat risk identification. Although some studies have been conducted on heat risk maps based on the LCZ framework, its applicability to heat risk assessment in coastal cities requires further validation. In this study, we employed machine learning and the Hazard-Exposure-Vulnerability- Adaptability system to generate LCZ and heat risk maps for the main urban area of Dalian. On the basis of the improved LCZ map, the applicability of the LCZ framework in characterizing urban heat risk in coastal cities and its influencing factors were explored. The results show that the LCZ-based heat risk distribution was significantly influenced by the unique mountain and sea pattern of Dalian, the type of LCZ for heat risk extremes varied among cities, and the LCZ framework cannot directly characterize urban heat risk. Secondly, the three-dimensional LCZ data has the potential to replace LST data as a heat hazard indicator for heat risk assessment. The study suggests that scientists should be cautious when using LCZs to assess the heat risk of a city or region, and that cities with complex topography should give due consideration to natural geographic indicators. Additionally, the LCZ map drawn at the block scale enhances the comprehensibility of climate risk responses for urban planners and provide a more targeted reference for future urban regeneration and climate planning.
局地气候带在城市热风险评价中的适用性——沿海城市调查
随着气候变暖和快速城市化导致城市热浪事件频繁发生,对城市人口的热健康构成重大威胁,高效准确的城市热风险评估变得至关重要。基于局地气候带的城市热岛评估框架因其简单易读的标准化建筑类型被广泛应用于城市韧性和发展评价,在城市热风险识别方面具有很大的潜力。尽管基于LCZ框架的热风险图已经进行了一些研究,但其在沿海城市热风险评估中的适用性还有待进一步验证。在本研究中,我们采用机器学习和危险-暴露-脆弱性-适应性系统来生成大连市主城区的LCZ和热风险图。在改进的LCZ地图的基础上,探讨了LCZ框架在沿海城市热风险表征中的适用性及其影响因素。结果表明:基于LCZ的热风险分布受大连市独特的山海格局的显著影响,不同城市的热风险极值LCZ类型不同,LCZ框架不能直接表征城市热风险。其次,三维LCZ数据有可能取代地表温度数据作为热风险评价的热危害指标。该研究建议科学家在使用lccs评估城市或地区的热风险时应谨慎,地形复杂的城市应适当考虑自然地理指标。此外,在街区尺度绘制的LCZ地图增强了城市规划者对气候风险响应的可理解性,为未来的城市更新和气候规划提供了更有针对性的参考。
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来源期刊
Cities
Cities URBAN STUDIES-
CiteScore
11.20
自引率
9.00%
发文量
517
期刊介绍: Cities offers a comprehensive range of articles on all aspects of urban policy. It provides an international and interdisciplinary platform for the exchange of ideas and information between urban planners and policy makers from national and local government, non-government organizations, academia and consultancy. The primary aims of the journal are to analyse and assess past and present urban development and management as a reflection of effective, ineffective and non-existent planning policies; and the promotion of the implementation of appropriate urban policies in both the developed and the developing world.
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